Cope Henry, Elsborg Jonas, Demharter Samuel, Mcdonald J Tyson, Wernecke Chiara, Parthasarathy Hari, Unadkat Hriday, Chatrathi Mira, Claudio Jennifer, Reinsch Sigrid, Zwart Sara, Smith Scott, Heer Martina, Muratani Masafumi, Meydan Cem, Overbey Eliah, Kim JangKeun, Park Jiwoon, Schisler Jonathan, Mason Christopher, Szewczyk Nathaniel, Willis Craig, Salam Amr, Beheshti Afshin
University of Nottingham.
Abzu.
Res Sq. 2023 Feb 10:rs.3.rs-2367727. doi: 10.21203/rs.3.rs-2367727/v1.
Spaceflight poses a unique set of challenges to humans and the hostile Spaceflight environment can induce a wide range of increased health risks, including dermatological issues. The biology driving the frequency of skin issues in astronauts is currently not well understood. To address this issue, we used a systems biology approach utilizing NASA's Open Science Data Repository (OSDR) on spaceflown murine transcriptomic datasets focused on the skin, biomedical profiles from fifty NASA astronauts, and confirmation via transcriptomic data from JAXA astronauts, the NASA Twins Study, and the first civilian commercial mission, Inspiration4. Key biological changes related to skin health, DNA damage & repair, and mitochondrial dysregulation were determined to be involved with skin health risks during Spaceflight. Additionally, a machine learning model was utilized to determine key genes driving Spaceflight response in the skin. These results can be used for determining potential countermeasures to mitigate Spaceflight damage to the skin.
太空飞行给人类带来了一系列独特的挑战,恶劣的太空飞行环境会引发各种健康风险的增加,包括皮肤病问题。目前,对于导致宇航员皮肤问题频发的生物学机制尚未完全了解。为了解决这个问题,我们采用了系统生物学方法,利用美国国家航空航天局(NASA)的开放科学数据存储库(OSDR)中关于太空飞行小鼠皮肤转录组数据集、五十名NASA宇航员的生物医学档案,并通过日本宇宙航空研究开发机构(JAXA)宇航员、NASA双胞胎研究以及首次平民商业任务“灵感4号”的转录组数据进行验证。与皮肤健康、DNA损伤与修复以及线粒体失调相关的关键生物学变化被确定与太空飞行期间的皮肤健康风险有关。此外,还利用机器学习模型来确定驱动皮肤对太空飞行反应的关键基因。这些结果可用于确定潜在的对策,以减轻太空飞行对皮肤的损害。